{"id":"W2935287540","doi":"10.1016/j.astropartphys.2019.04.001","title":"Monte Carlo studies for the optimisation of the Cherenkov Telescope Array layout","year":2019,"lang":"en","type":"article","venue":"Astroparticle Physics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Institut National de Physique Nucléaire et de Physique des Particules; Horizon 2020; Argonne National Laboratory; Comisión Nacional de Investigación Científica y Tecnológica; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Canadian Space Agency; Istituto Nazionale di Fisica Nucleare; Ministério da Ciência, Tecnologia, Inovações e Comunicações; State Committee of Science; Universitetet i Oslo; Max-Planck-Gesellschaft; Centre National de la Recherche Scientifique; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Ministerstvo Školství, Mládeže a Tělovýchovy; Regione Lombardia; Narodowe Centrum Nauki; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fondazione Cariplo; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Leverhulme Trust; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Research Foundation; Javna Agencija za Raziskovalno Dejavnost RS; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of New South Wales; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; Western Sydney University; Ministerio de Economía y Competitividad; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; Royal Swedish Academy of Sciences; Pontificia Universidad Católica de Chile; Seventh Framework Programme; Ministerio de Educación, Gobierno de Chile; Sveučilište Josipa Jurja Strossmayera u Osijeku; Iowa State University; University of Oxford; Institute for Cosmic Ray Research, University of Tokyo; University of Leicester; Monash University; Istituto Nazionale di Astrofisica; Durham University; Vetenskapsrådet; Smithsonian Institution; Barnard College; Hrvatska Zaklada za Znanost; Uddannelses- og Forskningsministeriet; Georgia Institute of Technology; Agence Nationale de la Recherche; Sveučilište u Zagrebu; Centro para el Desarrollo Tecnológico Industrial; National Science Foundation","keywords":"Cherenkov Telescope Array; Physics; Cherenkov radiation; Observatory; Monte Carlo method; Telescope; Angular resolution (graph drawing); Gamma-ray astronomy; Energy (signal processing); Astronomy; Gamma ray; Astrophysics; Optics; Detector","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003475563,0.0007712051,0.0009881143,0.001441854,0.0007613167,0.001880607,0.001490831,0.001245497,0.006026197],"category_scores_gemma":[0.02116056,0.001131867,0.0008142542,0.001565619,0.0006285312,0.001663437,0.0006781417,0.001270746,0.0004031152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727616,"about_ca_system_score_gemma":0.003056292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981394,"about_ca_topic_score_gemma":0.02574508,"domain_scores_codex":[0.9985139,0.0008623786,0.00005772151,0.0001028327,0.0003021033,0.0001610194],"domain_scores_gemma":[0.9749007,0.02153894,0.000827639,0.0006872282,0.001800851,0.0002447141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001524301,0.00004992318,0.001108615,0.00004488403,0.00002000489,0.00002419733,0.00002532079,0.9879995,0.0005868702,0.004817416,0.0003418735,0.00482886],"study_design_scores_gemma":[0.00002034038,0.00002213084,0.0002751953,0.000007622844,0.00001060537,0.00001050263,0.000008857627,0.997809,0.000306178,0.001337595,0.0001840255,0.000007963867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.485203,0.002505555,0.4649627,0.001543502,0.0001934879,0.0002985463,0.0008405894,0.001777015,0.04267575],"genre_scores_gemma":[0.8908088,0.0002598295,0.1050521,0.0001516441,0.00004962874,0.0001300889,0.000320149,0.0004386866,0.002789187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981394,"threshold_uncertainty_score":0.03939724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301778264857142,"score_gpt":0.2573318677686117,"score_spread":0.2343140851200403,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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